Research

Machine learning analysis of copper ion concentration in water

MDPI Sensors (published)

SVM-based RGB pipeline for colorimetric imaging; scalable ML analysis of copper ions in water.

~96.8%|Published

Multimodal cardiac profiling

IIIT Hyderabad

ECG + PCG models with multimodal time-series pipelines (CNN, RNN, state-space models).

~93.3%|Under submission